Ishai Menache

Orcid: 0000-0002-2540-236X

According to our database1, Ishai Menache authored at least 70 papers between 2002 and 2024.

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Bibliography

2024
Small Language Models for Application Interactions: A Case Study.
CoRR, 2024

2023
Flexible Resource Allocation for Relational Database-as-a-Service.
Proc. VLDB Endow., 2023

Large Language Models for Supply Chain Optimization.
CoRR, 2023

A Deep Learning Perspective on Network Routing.
CoRR, 2023

Kerveros: Efficient and Scalable Cloud Admission Control.
Proceedings of the 17th USENIX Symposium on Operating Systems Design and Implementation, 2023

DOTE: Rethinking (Predictive) WAN Traffic Engineering.
Proceedings of the 20th USENIX Symposium on Networked Systems Design and Implementation, 2023

Hindsight Learning for MDPs with Exogenous Inputs.
Proceedings of the International Conference on Machine Learning, 2023

Anticipatory Resource Allocation for ML Training.
Proceedings of the 2023 ACM Symposium on Cloud Computing, SoCC 2023, 2023

2022
Dynamic Resource Allocation in the Cloud with Near-Optimal Efficiency.
Oper. Res., 2022

Truthful Online Scheduling of Cloud Workloads under Uncertainty.
Proceedings of the WWW '22: The ACM Web Conference 2022, Virtual Event, Lyon, France, April 25, 2022

2021
Multi-itinerary optimization as cloud service.
Commun. ACM, 2021

Online Virtual Machine Allocation with Lifetime and Load Predictions.
Proceedings of the SIGMETRICS '21: ACM SIGMETRICS / International Conference on Measurement and Modeling of Computer Systems, 2021

Contracting Wide-area Network Topologies to Solve Flow Problems Quickly.
Proceedings of the 18th USENIX Symposium on Networked Systems Design and Implementation, 2021

2020
Online Virtual Machine Allocation with Predictions.
CoRR, 2020

Protean: VM Allocation Service at Scale.
Proceedings of the 14th USENIX Symposium on Operating Systems Design and Implementation, 2020

Optimizing Onsite Food Services at Scale.
Proceedings of the SIGSPATIAL '20: 28th International Conference on Advances in Geographic Information Systems, 2020

2019
TEAVAR: striking the right utilization-availability balance in WAN traffic engineering.
Proceedings of the ACM Special Interest Group on Data Communication, 2019

Multi-Itinerary Optimization as Cloud Service (Industrial Paper).
Proceedings of the 27th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2019

2018
Netco: Cache and I/O Management for Analytics over Disaggregated Stores.
Proceedings of the ACM Symposium on Cloud Computing, 2018

2017
ERA: A Framework for Economic Resource Allocation for the Cloud.
Proceedings of the 26th International Conference on World Wide Web Companion, 2017

Distributed resource management across process boundaries.
Proceedings of the 2017 Symposium on Cloud Computing, SoCC 2017, Santa Clara, CA, USA, 2017

2016
Dynamic Pricing and Traffic Engineering for Timely Inter-Datacenter Transfers.
Proceedings of the ACM SIGCOMM 2016 Conference, Florianopolis, Brazil, August 22-26, 2016, 2016

Morpheus: Towards Automated SLOs for Enterprise Clusters.
Proceedings of the 12th USENIX Symposium on Operating Systems Design and Implementation, 2016

Resource Management with Deep Reinforcement Learning.
Proceedings of the 15th ACM Workshop on Hot Topics in Networks, 2016

Optimizing distributed actor systems for dynamic interactive services.
Proceedings of the Eleventh European Conference on Computer Systems, 2016

Big data analytics systems.
Proceedings of the Big Data over Networks, 2016

2015
Near-Optimal Scheduling Mechanisms for Deadline-Sensitive Jobs in Large Computing Clusters.
ACM Trans. Parallel Comput., 2015

Sharing Buffer Pool Memory in Multi-Tenant Relational Database-as-a-Service.
Proc. VLDB Endow., 2015

Online Caching with Convex Costs: Extended Abstract.
Proceedings of the 27th ACM on Symposium on Parallelism in Algorithms and Architectures, 2015

Truthful Online Scheduling with Commitments.
Proceedings of the Sixteenth ACM Conference on Economics and Computation, 2015

Network-Aware Scheduling for Data-Parallel Jobs: Plan When You Can.
Proceedings of the 2015 ACM Conference on Special Interest Group on Data Communication, 2015

2014
A Truthful Mechanism for Value-Based Scheduling in Cloud Computing.
Theory Comput. Syst., 2014

Co-Location-Resistant Clouds.
IACR Cryptol. ePrint Arch., 2014

Brief announcement: deadline-aware scheduling of big-data processing jobs.
Proceedings of the 26th ACM Symposium on Parallelism in Algorithms and Architectures, 2014

Calendaring for wide area networks.
Proceedings of the ACM SIGCOMM 2014 Conference, 2014

On-demand, Spot, or Both: Dynamic Resource Allocation for Executing Batch Jobs in the Cloud.
Proceedings of the 11th International Conference on Autonomic Computing, 2014

2013
A State Action Frequency Approach to Throughput Maximization over Uncertain Wireless Channels.
Internet Math., 2013

Efficient online scheduling for deadline-sensitive jobs: extended abstract.
Proceedings of the 25th ACM Symposium on Parallelism in Algorithms and Architectures, 2013

Speeding up distributed request-response workflows.
Proceedings of the ACM SIGCOMM 2013 Conference, 2013

Virtualizing Traffic Shapers for Practical Resource Allocation.
Proceedings of the 5th USENIX Workshop on Hot Topics in Cloud Computing, 2013

2012
Dynamic Power Allocation Under Arbitrary Varying Channels - An Online Approach.
IEEE/ACM Trans. Netw., 2012

Non-Cooperative Spectrum Access - The Dedicated vs. Free Spectrum Choice.
IEEE J. Sel. Areas Commun., 2012

Surviving failures in bandwidth-constrained datacenters.
Proceedings of the ACM SIGCOMM 2012 Conference, 2012

Topology-Aware VM Migration in Bandwidth Oversubscribed Datacenter Networks.
Proceedings of the Automata, Languages, and Programming - 39th International Colloquium, 2012

2011
Network Games: Theory, Models, and Dynamics
Synthesis Lectures on Communication Networks, Morgan & Claypool Publishers, ISBN: 978-3-031-79248-9, 2011

Reservation-based distributed medium access in wireless collision channels.
Telecommun. Syst., 2011

Flows and Decompositions of Games: Harmonic and Potential Games.
Math. Oper. Res., 2011

Socially optimal pricing of cloud computing resources.
Proceedings of the 5th International ICST Conference on Performance Evaluation Methodologies and Tools Communications, 2011

Online Job-Migration for Reducing the Electricity Bill in the Cloud.
Proceedings of the NETWORKING 2011, 2011

Service Routing in Multi-ISP Peer-to-Peer Content Distribution: Local or Remote?
Proceedings of the Game Theory for Networks - 2nd International ICST Conference, 2011

2010
Near-Optimal Power Control in Wireless Networks: A Potential Game Approach.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Dynamic Power Allocation Under Arbitrary Varying Channels - The Multi-User Case.
Proceedings of the INFOCOM 2010. 29th IEEE International Conference on Computer Communications, 2010

Dynamics in near-potential games.
Proceedings of the 48th Annual Allerton Conference on Communication, 2010

2009
Dynamic Discrete Power Control in Cellular Networks.
IEEE Trans. Autom. Control., 2009

A dynamic random access game with energy constraints.
Proceedings of the 7th International Symposium on Modeling and Optimization in Mobile, 2009

Team and Noncooperative Solutions to Access Control with Priorities.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Noncooperative Load Balancing in the Continuum Limit of a Dense Network.
Proceedings of the INFOCOM 2009. 28th IEEE International Conference on Computer Communications, 2009

Competitive scheduling in wireless collision channels with correlated channel state.
Proceedings of the 1st International Conference on Game Theory for Networks, 2009

2008
Capacity management and equilibrium for proportional QoS.
IEEE/ACM Trans. Netw., 2008

Rate-Based Equilibria in Collision Channels with Fading.
IEEE J. Sel. Areas Commun., 2008

Battery-state dependent power control as a dynamic game.
Proceedings of the 6th International Symposium on Modeling and Optimization in Mobile, 2008

Noncooperative power control and transmission scheduling in wireless collision channels.
Proceedings of the 2008 ACM SIGMETRICS International Conference on Measurement and Modeling of Computer Systems, 2008

Efficient Rate-Constrained Nash Equilibrium in Collision Channels with State Information.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

Decentralized Rate Regulation in Random Access Channels.
Proceedings of the INFOCOM 2008. 27th IEEE International Conference on Computer Communications, 2008

2007
Fixed-Rate Equilibrium in Wireless Collision Channels.
Proceedings of the Network Control and Optimization, 2007

2006
Capacity Assignment for Proportional QoS in Diffserv-Like Networks.
Proceedings of the 45th IEEE Conference on Decision and Control, 2006

2005
Basis Function Adaptation in Temporal Difference Reinforcement Learning.
Ann. Oper. Res., 2005

Proportional QoS in Differentiated Services Networks: Capacity Management, Equilibrium Analysis and Elastic Demands.
Proceedings of the Internet and Network Economics, First International Workshop, 2005

2004
Dynamic abstraction in reinforcement learning via clustering.
Proceedings of the Machine Learning, 2004

2002
Q-Cut - Dynamic Discovery of Sub-goals in Reinforcement Learning.
Proceedings of the Machine Learning: ECML 2002, 2002


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